Automated Web Browsing & Extraction with Airtop and AI-Prompted Queries

Description

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

🤖 Autonomous Web Interaction with Airtop (via MCP Trigger)

This workflow uses Airtop to perform fully automated web interactions—triggered by an AI agent through the native MCP Server Trigger in n8n.

> 💡 Perfect for browser automation, intelligent data extraction, and agent-based workflows.

✨ Features

✅ Triggered via native MCP Server (no need for external LangChain services)
🚀 Automates full browser sessions: open window, load page, scroll, click, fill forms
🧠 Supports AI-prompt-based extraction from web content
📷 Captures screenshots and waits for downloads when needed
🧼 Cleans up with session and window termination
🔄 Fully adaptable to agent-based automation flows

🧰 Workflow Breakdown

Trigger: Native MCP Server Trigger receives instructions
Create Session & Window: Starts browser automation in Airtop
Load Web Page: Loads target URL
Page Interaction:

Click elements
Scroll inside containers
Fill forms with dynamic data
Extract Content:

Query using prompts
Paginated extraction
Wait & Capture:

Waits for downloadable content
Takes a screenshot
Cleanup:

Closes windows and terminates session

📦 Requirements

✅ n8n 1.90+ with MCP Server Trigger
✅ Active Airtop account with API credentials
✅ Installed Airtop Tool node (n8n-nodes-base)
🧠 External agent (optional) to send prompt/data to MCP endpoint

🔍 Use Cases

🤖 Agents that browse and extract data from the web
📝 Fill and submit forms from structured data
🔎 Intelligent page querying using prompt-based automation
🧪 Visual testing and screenshot capturing for QA workflows

🔧 Nodes Used

MCP Server Trigger (native)
Airtop Tool(native):

Session creation and termination
Window control (open, close, screenshot)
Interaction (click, scroll, fill)
Extraction (query, pagination)
Download waiters

🧠 AI-Automation Ready

This workflow is designed to be controlled by external AI agents or orchestration tools. Combined with prompt-based querying and DOM control, it brings a human-like browsing experience into automated pipelines.

🔗 License

Open-source under MIT. Commercial usage allowed with attribution.

Let me know if you'd like to add:

🧪 A test mcp client to validate triggers
🌐 A public link to the deployed workflow
📎 A JSON download for users to import directly